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Rethinking Domain Generalization Baselines



Francesco Cappio Borlino , Antonio D'Innocente , Tatiana Tommasi

* Accepted at ICPR 2020 

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Self-Supervised Learning Across Domains



Silvia Bucci , Antonio D'Innocente , Yujun Liao , Fabio Maria Carlucci , Barbara Caputo , Tatiana Tommasi


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One-Shot Unsupervised Cross-Domain Detection



Antonio D'Innocente , Francesco Cappio Borlino , Silvia Bucci , Barbara Caputo , Tatiana Tommasi


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Learning to Generalize One Sample at a Time with Self-Supervision



Antonio D'Innocente , Silvia Bucci , Barbara Caputo , Tatiana Tommasi

* Submitted to ICCV 2019 

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Tackling Partial Domain Adaptation with Self-Supervision



Silvia Bucci , Antonio D'Innocente , Tatiana Tommasi


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Domain Generalization by Solving Jigsaw Puzzles



Fabio Maria Carlucci , Antonio D'Innocente , Silvia Bucci , Barbara Caputo , Tatiana Tommasi

* Accepted at CVPR 2019 (oral) 

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Domain Generalization with Domain-Specific Aggregation Modules



Antonio D'Innocente , Barbara Caputo


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Bridging between Computer and Robot Vision through Data Augmentation: a Case Study on Object Recognition



Antonio D'Innocente , Fabio Maria Carlucci , Mirco Colosi , Barbara Caputo


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